EP1947933B1 - System for controlled application of herbicides - Google Patents

System for controlled application of herbicides Download PDF

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Publication number
EP1947933B1
EP1947933B1 EP06769432A EP06769432A EP1947933B1 EP 1947933 B1 EP1947933 B1 EP 1947933B1 EP 06769432 A EP06769432 A EP 06769432A EP 06769432 A EP06769432 A EP 06769432A EP 1947933 B1 EP1947933 B1 EP 1947933B1
Authority
EP
European Patent Office
Prior art keywords
machine vision
lens
vision assembly
spray
air flow
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
EP06769432A
Other languages
German (de)
French (fr)
Other versions
EP1947933B2 (en
EP1947933A4 (en
EP1947933A1 (en
Inventor
Øyvind OVERSKEID
Arne HØEG
Sigmund ØVERENG
Hein Olav Stavlund
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Dimensions Agri Technologies AS
Original Assignee
Dimensions Agri Technologies AS
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Publication date
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Application filed by Dimensions Agri Technologies AS filed Critical Dimensions Agri Technologies AS
Priority to PL06769432T priority Critical patent/PL1947933T3/en
Priority to SI200631408T priority patent/SI1947933T1/en
Publication of EP1947933A1 publication Critical patent/EP1947933A1/en
Publication of EP1947933A4 publication Critical patent/EP1947933A4/en
Application granted granted Critical
Publication of EP1947933B1 publication Critical patent/EP1947933B1/en
Priority to CY20121100823T priority patent/CY1113110T1/en
Publication of EP1947933B2 publication Critical patent/EP1947933B2/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G02—OPTICS
    • G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B27/00—Optical systems or apparatus not provided for by any of the groups G02B1/00 - G02B26/00, G02B30/00
    • G02B27/0006—Optical systems or apparatus not provided for by any of the groups G02B1/00 - G02B26/00, G02B30/00 with means to keep optical surfaces clean, e.g. by preventing or removing dirt, stains, contamination, condensation
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01M—CATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M21/00—Apparatus for the destruction of unwanted vegetation, e.g. weeds
    • A01M21/04—Apparatus for destruction by steam, chemicals, burning, or electricity
    • A01M21/043—Apparatus for destruction by steam, chemicals, burning, or electricity by chemicals
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01M—CATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00—Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/0089—Regulating or controlling systems

Definitions

  • the present invention relates to a system for the optimal application of herbicides on weed over large areas. More particularly, the invention relates to details of devices comprising a system for identifying weed and controlling herbicide spraying based on machine vision.
  • herbicides to fight weed kills or reduces the growth of weed, but spraying may also cause damage to the (utility) crop plants.
  • Herbicide residues may be left in crop plants, soil, air, and water. As a result, people may be affected by herbicides during preparation or use.
  • Systems for identifying weed may reduce the use of herbicides by only spraying at places in which weed would otherwise retard the growth of (utility) crop plants.
  • Automatic systems utilizing machine vision for the identification of weed provide a means for planning which areas to spray with herbicides.
  • the systems may exploit the manner in which weed spreads itself in the field, and possibly also how crop plants are distributed in the field.
  • Pattern recognition may be used for identifying various species or types of plants grouped by size, cluster formation, parameters describing shape, or common botanical features.
  • the field represents an adverse environment, in which dirt are raised by the wind, wheels, and movement across the field.
  • the dust may deteriorate the picture quality by reducing the visibility and by covering the camera lens or lens cover.
  • spray mist will be present in the air, reflecting the light, reducing the visibility, and possibly adhering to the lens or lens cover, together with dust.
  • the power consumption associated with the continuous lighting is large as compared with standard electric systems on agricultural machines.
  • the present invention relates to a system for identifying weed and controlling herbicide spraying based on machine vision.
  • the present invention provides solutions that allow the identification of weed and spray control to be performed simultaneously, i.e. the system is integrated with the spraying system in such a manner that the field is photographed and analyzed while being sprayed, and that the spray control is executed based on the analysis results, without requiring several passes through the same region or putting additional restrictions on the traveling speed.
  • the solutions of the invention in combination and separately contributes to making this possible.
  • Document NL 1003948 C1 discloses a machine vision assembly according to the preamble of independent claim 1.
  • the present invention is intended for use in connection with the efficient spraying of weed killer over large areas, and in an environment associated with dust and spray mist.
  • the invention relates to a machine vision assembly that at least includes means for the sequential capturing of digital pictures, as well as signal processing means to interpret the pictures.
  • the machine vision assembly is characterized in that it includes an air inlet and a pipe surrounding a lens, as well as means to direct the air from the air inlet into the pipe surrounding the lens, establishing an air flow around the lens and out of the machine vision assembly that prevents dust and spray mist from adhering to the lens, according to the characterising portion of independent claim 1,
  • the invention also relates to a system for the controlled spraying of herbicides over large areas according to claim 7, wherein the system includes one or more machine vision assemblies mounted on a spray boom, having spray nozzles, which is attached to a vehicle.
  • the machine vision assemblies then continuously adjust the amount of weed killer fed through the spray nozzles.
  • the system is characterized in that it includes one or more machine vision assemblies as described above which are located at the end of distance arm(s) attached to the spray boom in such a manner that the machine vision assembly will pass a given area before the spray nozzles.
  • the image processing may be performed in only one of the machine vision assemblies, or in an external image processing device.
  • the invention also includes a system to illuminate the ground from at least two sides of the lens in order to reduce the contrast between light and shadow in the picture.
  • This light source is characterized in that it is only switched on when pictures are being taken, and switched off otherwise. In this manner the power consumption of the machine vision assemblies is reduced.
  • Figure 1 shows a schematic of the system for controlled application of herbicides.
  • One or more cameras 200 are positioned on distance arms 180 in front of the spray boom 150.
  • Spray boom 150 is preferably constituted by extendable/retractable arms. Distance arms 180 ensure that an area is photographed before spray boom 150 passes thereby. This fully or partially compensates for the time spent on analysis, the reaction time in the spray machine, and the speed and fall curve (travel path) of the eradicants. Hence, it will be possible to open or close the spray nozzles based on the analysis results from the digital pictures.
  • the distance also ensures that no significant amount of spray mist is present between the camera and photographed portion of the field.
  • the distance arm 180 may be automatically retracted/extended in connection with retraction and extension of the spray boom.
  • FIG. 2 shows details of a preferred camera embodiment.
  • Artificial lighting e.g. in the form of gas discharge tubes 250, is provided near the lens 240 so that incidental light from the surroundings does not significantly influence a picture, and the occurrence of shadows is reduced by having more than one gas discharge tube 250 that have overlapping light arranged in such a manner that light is mainly emitted during exposure time, and to a small extent when photographs are not taken. This leads to a reduced power consumption as compared with the use of continuous illumination.
  • the gas discharge tubes preferably used in the present invention has a power in the order of 10,000-15,000W. This power is consumed in approximately 1/2000 second of each second the system is operating. Such a light quantity must be applied in order for the lighting of the pictures to dominate over the sun.
  • the camera 200 is provided with an air inlet 210, preferably having a filter and/or cyclone separator at the entrance.
  • One or more fans may be provided in connection with the air inlet 210.
  • the air may be utilized for cooling down electronic components on, for example, an ATX motherboard 225 comprising a part of the logic for the interpretation of camera pictures and the following nozzle control.
  • the air entering through air inlet 210 and air filter 220 may also be lead towards the lens 240 and lens cover, constituted by a pipe 345 surrounding the lens 240, and to the lighting device(s), in order to prevent them from being affected by dust and spray mist.
  • This may be implemented using a fan, and having the outlet concentric around a pipe 345 to the lens 240, so that a uniform air flow will be established away from the lens 240 and out of the pipe 345.
  • FIG. 3 shows details of the air flow inside the camera. Air from the surroundings, indicated at 320, is drawn through the air inlet 210, preferably including an air filter 220, and into the camera assembly 200. By means of one or more fans 310 the air is blown past the processor on a motherboard 225, as indicated with arrows 330.
  • a portion of the air is directed out through the pipe surrounding the lens, as indicated with arrows 340.
  • the purpose of this air flow is to prevent dust and spray mist from reaching the lens.
  • Another portion of the air is directed out past the flashlights in such a manner that direct contact with the high voltage part of the blitz electronics is avoided.

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  • Life Sciences & Earth Sciences (AREA)
  • Pest Control & Pesticides (AREA)
  • Zoology (AREA)
  • Environmental Sciences (AREA)
  • Wood Science & Technology (AREA)
  • Physics & Mathematics (AREA)
  • Insects & Arthropods (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Toxicology (AREA)
  • General Health & Medical Sciences (AREA)
  • Optics & Photonics (AREA)
  • Health & Medical Sciences (AREA)
  • Catching Or Destruction (AREA)
  • Agricultural Chemicals And Associated Chemicals (AREA)

Abstract

Camera for use in a system and system for detection of weeds and controlled application of herbicides, where the camera lens is protected from dust and mist by a generated air flow.

Description

    Field of the invention
  • The present invention relates to a system for the optimal application of herbicides on weed over large areas. More particularly, the invention relates to details of devices comprising a system for identifying weed and controlling herbicide spraying based on machine vision.
    • Prior art
  • The spraying of herbicides to fight weed kills or reduces the growth of weed, but spraying may also cause damage to the (utility) crop plants. Herbicide residues may be left in crop plants, soil, air, and water. As a result, people may be affected by herbicides during preparation or use.
  • Systems for identifying weed may reduce the use of herbicides by only spraying at places in which weed would otherwise retard the growth of (utility) crop plants. Automatic systems utilizing machine vision for the identification of weed provide a means for planning which areas to spray with herbicides. The systems may exploit the manner in which weed spreads itself in the field, and possibly also how crop plants are distributed in the field. Pattern recognition may be used for identifying various species or types of plants grouped by size, cluster formation, parameters describing shape, or common botanical features.
  • It is shown that the distribution of weed in a field often forms patterns extending over areas of several meters, so that a portion of the field may be diagnosed and treated based on the analysis of one or more smaller regions within or nearby that portion.
  • Automatic systems based on machine vision and pattern recognition algorithms often perform analyses of small regions to compile a map consisting of larger areas, in which the amount of weed collected and/or different species is estimated for each field. The planning of herbicide application is carried out based on this map, which may be a visual map or only consist of a data set. The planning of spraying and/or control of the spraying process may be fully or partially automated.
  • Several automatic systems for the identification of weed are known. The systems are based on the digital photography of small portions of the field, the electronic analysis of the images using pattern recognition, and the compilation of maps of weed quantities.
  • There are several drawbacks associated with the prior art. The digital photography in a field is complicated by a number of factors: The available time is often limited, and large areas are to be diagnosed using uniformly captured pictures, requiring a large number of pictures to be taken. In order to save time the pictures are taken while the camera(s) is/are moving rapidly across the field. Hence, a short shutter time is necessary to avoid blurring caused by the movement. The distance from the cameras to the field is not always possible to predict or plan, and it is therefore necessary to use a small aperture and/or small picture chips in order to achieve a sufficient depth of field. In many cases, the presence of sunlight will not be sufficient to provide a proper exposure at the shutter times and apertures necessary to obtain a satisfactory picture quality. Moreover, sunlight may cause problematic shadows from which it may be difficult to extract sufficient color information. Therefore, artificial lighting is used, both in order to increase the quantity of light in general, and to fill shadowed spots in pictures with sufficient light.
  • The field represents an adverse environment, in which dirt are raised by the wind, wheels, and movement across the field. The dust may deteriorate the picture quality by reducing the visibility and by covering the camera lens or lens cover. In addition, during the spraying, spray mist will be present in the air, reflecting the light, reducing the visibility, and possibly adhering to the lens or lens cover, together with dust.
  • The power consumption associated with the continuous lighting is large as compared with standard electric systems on agricultural machines.
  • Today, the time spent diagnosing before spraying the herbicides adds a significant cost. In order to map the occurrence of weed it is necessary to run across the field a first time, and then run across the field again in order to carry out the spraying where needed. Such a time consuming process is often unacceptable in normal operation.
  • As mentioned above, the present invention relates to a system for identifying weed and controlling herbicide spraying based on machine vision.
  • The present invention provides solutions that allow the identification of weed and spray control to be performed simultaneously, i.e. the system is integrated with the spraying system in such a manner that the field is photographed and analyzed while being sprayed, and that the spray control is executed based on the analysis results, without requiring several passes through the same region or putting additional restrictions on the traveling speed. The solutions of the invention in combination and separately contributes to making this possible.
  • Document NL 1003948 C1 discloses a machine vision assembly according to the preamble of independent claim 1.
    • Summary of the invention
  • The present invention is intended for use in connection with the efficient spraying of weed killer over large areas, and in an environment associated with dust and spray mist. The invention relates to a machine vision assembly that at least includes means for the sequential capturing of digital pictures, as well as signal processing means to interpret the pictures. The machine vision assembly is characterized in that it includes an air inlet and a pipe surrounding a lens, as well as means to direct the air from the air inlet into the pipe surrounding the lens, establishing an air flow around the lens and out of the machine vision assembly that prevents dust and spray mist from adhering to the lens, according to the characterising portion of independent claim 1,
  • The invention also relates to a system for the controlled spraying of herbicides over large areas according to claim 7, wherein the system includes one or more machine vision assemblies mounted on a spray boom, having spray nozzles, which is attached to a vehicle. The machine vision assemblies then continuously adjust the amount of weed killer fed through the spray nozzles. The system is characterized in that it includes one or more machine vision assemblies as described above which are located at the end of distance arm(s) attached to the spray boom in such a manner that the machine vision assembly will pass a given area before the spray nozzles.
  • In a system including more than one machine vision assembly the image processing may be performed in only one of the machine vision assemblies, or in an external image processing device.
  • The invention also includes a system to illuminate the ground from at least two sides of the lens in order to reduce the contrast between light and shadow in the picture. Thus, the light light. This light source is characterized in that it is only switched on when pictures are being taken, and switched off otherwise. In this manner the power consumption of the machine vision assemblies is reduced.
  • Further characteristic features of the invention are set forth in the dependent claims.
    • Detailed description
  • The invention will now be described with reference to the attached drawings, in which:
    • Fig. 1 shows a schematic of the system for controlled application of herbicides,
    • Fig. 2 shows details of a preferred embodiment of the camera, and
    • Fig. 3 shows details of the air flow into and within the camera.
  • Figure 1 shows a schematic of the system for controlled application of herbicides. One or more cameras 200 are positioned on distance arms 180 in front of the spray boom 150. Spray boom 150 is preferably constituted by extendable/retractable arms. Distance arms 180 ensure that an area is photographed before spray boom 150 passes thereby. This fully or partially compensates for the time spent on analysis, the reaction time in the spray machine, and the speed and fall curve (travel path) of the eradicants. Hence, it will be possible to open or close the spray nozzles based on the analysis results from the digital pictures.
  • The distance also ensures that no significant amount of spray mist is present between the camera and photographed portion of the field.
  • The distance arm 180 may be automatically retracted/extended in connection with retraction and extension of the spray boom.
  • Figure 2 shows details of a preferred camera embodiment. Artificial lighting, e.g. in the form of gas discharge tubes 250, is provided near the lens 240 so that incidental light from the surroundings does not significantly influence a picture, and the occurrence of shadows is reduced by having more than one gas discharge tube 250 that have overlapping light arranged in such a manner that light is mainly emitted during exposure time, and to a small extent when photographs are not taken. This leads to a reduced power consumption as compared with the use of continuous illumination. The gas discharge tubes preferably used in the present invention has a power in the order of 10,000-15,000W. This power is consumed in approximately 1/2000 second of each second the system is operating. Such a light quantity must be applied in order for the lighting of the pictures to dominate over the sun. It also ensures sufficient light for a shutter time of less than 1/10000 second and shutter 8, which is needed to obtain sufficiently sharp pictures when, for example, a tractor is running at 10 km/h and the boom height above ground varies with 50 cm. The average consumption of a gas discharge tube is 15W, owing to the very short period of lighting.
  • The camera 200 is provided with an air inlet 210, preferably having a filter and/or cyclone separator at the entrance. One or more fans may be provided in connection with the air inlet 210. The air may be utilized for cooling down electronic components on, for example, an ATX motherboard 225 comprising a part of the logic for the interpretation of camera pictures and the following nozzle control. The air entering through air inlet 210 and air filter 220 may also be lead towards the lens 240 and lens cover, constituted by a pipe 345 surrounding the lens 240, and to the lighting device(s), in order to prevent them from being affected by dust and spray mist. This may be implemented using a fan, and having the outlet concentric around a pipe 345 to the lens 240, so that a uniform air flow will be established away from the lens 240 and out of the pipe 345.
  • Figure 3 shows details of the air flow inside the camera. Air from the surroundings, indicated at 320, is drawn through the air inlet 210, preferably including an air filter 220, and into the camera assembly 200. By means of one or more fans 310 the air is blown past the processor on a motherboard 225, as indicated with arrows 330.
  • A portion of the air is directed out through the pipe surrounding the lens, as indicated with arrows 340. The purpose of this air flow is to prevent dust and spray mist from reaching the lens.
  • Another portion of the air is directed out past the flashlights in such a manner that direct contact with the high voltage part of the blitz electronics is avoided.
  • It will be appreciated by those skilled in the art that a number of variations and alternatives may be considered within the scope of the appended claims.

Claims (8)

  1. A machine vision assembly (200) for use in a system for the controlled spraying of herbicides over large areas in which there may exist an environment with dust and spray mist, wherein the machine vision assembly (200) at least comprises means for the sequential capturing of pictures using a digital camera (230) and signal processing means for interpreting the pictures, the machine vision assembly (200) further comprising an air inlet (210) and a pipe (345) surrounding the lens (240) of the digital camera (230), as well as means to direct an air flow from the air inlet (210) into the pipe (345), creating an overpressure around the lens (240), characterised in that an outlet for the air flow is concentric around the pipe (345) to the lens providing a uniform air flow away from the lens (240) and out of the pipe (345), preventing dust and spray mist from adhering to the lens.
  2. The machine vision assembly (200) of claim 1,
    characterized in that it further comprises one or more fans (330) connected to the air inlet (210).
  3. The machine vision assembly (200) of claim 1,
    characterized in that the machine vision assembly is further provided with one or more gas discharge tubes (250).
  4. The machine vision assembly (200) of claim 3,
    characterized in that it is provided with two gas discharge tubes (250) located on each side of the lens (240) to provide a uniform and overlapping lighting.
  5. The machine vision assembly (200) of claim 3,
    characterized in that the gas discharge tube(s) (250) has/have high power and low discharge time in order to make the lighting dominate the daylight.
  6. The machine vision assembly (200) of claim 3,
    characterized in that it further comprises means to direct the air flow past the gas discharge tubes (250).
  7. A system for the controlled spraying of herbicides over large areas in which there may exist an environment with dust and spray mist, wherein the system comprises a spray boom (150), having spray nozzles, attached to a vehicle (100), one or more machine vision assemblies (200), and interpretation electronics to control the spray nozzles, the system being
    characterized in that it comprises one or more machine vision assemblies (200) according to claims 1 to 6 located at the end of distance arm(s) (160) attached to the spray boom (150) at a given distance, so that the machine vision assembly or assemblies (200) will pass a given area before the spray nozzles.
  8. The system of claim 7,
    characterized in that the distance arm(s) (160) is/are pivotly connected to the spray boom (150) and provided with a motorized extension and retraction mechanism that helps making the distance arm(s) (160) retractable towards the spray boom (150).
EP06769432.3A 2005-07-08 2006-07-07 System for controlled application of herbicides Active EP1947933B2 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
PL06769432T PL1947933T3 (en) 2005-07-08 2006-07-07 System for controlled application of herbicides
SI200631408T SI1947933T1 (en) 2005-07-08 2006-07-07 System for controlled application of herbicides
CY20121100823T CY1113110T1 (en) 2005-07-08 2012-09-12 CONTROLLED APPLICATION SYSTEM SYSTEM

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
NO20053336A NO325927B1 (en) 2005-07-08 2005-07-08 System for controlled herbicide feeding
PCT/NO2006/000261 WO2007008079A1 (en) 2005-07-08 2006-07-07 System for controlled application of herbicides

Publications (4)

Publication Number Publication Date
EP1947933A1 EP1947933A1 (en) 2008-07-30
EP1947933A4 EP1947933A4 (en) 2010-12-15
EP1947933B1 true EP1947933B1 (en) 2012-06-13
EP1947933B2 EP1947933B2 (en) 2024-01-24

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ID=35295152

Family Applications (1)

Application Number Title Priority Date Filing Date
EP06769432.3A Active EP1947933B2 (en) 2005-07-08 2006-07-07 System for controlled application of herbicides

Country Status (11)

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US (1) US8454245B2 (en)
EP (1) EP1947933B2 (en)
CY (1) CY1113110T1 (en)
DK (1) DK1947933T4 (en)
ES (1) ES2389447T5 (en)
FI (1) FI1947933T4 (en)
NO (1) NO325927B1 (en)
PL (1) PL1947933T3 (en)
PT (1) PT1947933E (en)
SI (1) SI1947933T1 (en)
WO (1) WO2007008079A1 (en)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
NO325927B1 (en) * 2005-07-08 2008-08-18 Dimensions Agri Technologies As System for controlled herbicide feeding
KR20110066323A (en) * 2009-12-11 2011-06-17 삼성전자주식회사 Dust remover for charge-coupled device
US10350647B2 (en) 2011-03-10 2019-07-16 Dlhbowles, Inc. Integrated automotive system, nozzle assembly and remote control method for cleaning an image sensor's exterior or objective lens surface
EP2858755B1 (en) * 2011-03-10 2017-09-20 dlhBowles Inc. Integrated automotive system, nozzle assembly and remote control method for cleaning an image sensor's lens
AU2012228772A1 (en) * 2011-03-16 2013-10-17 Syddansk Universitet Spray boom for selectively spraying a herbicidal composition onto dicots
US8935986B2 (en) * 2011-04-27 2015-01-20 Kinze Manufacturing, Inc. Agricultural devices, systems, and methods for determining soil and seed characteristics and analyzing the same
US9743578B2 (en) 2011-04-27 2017-08-29 Kinze Manufacturing, Inc. Agricultural devices, systems, and methods for determining soil and seed characteristics and analyzing the same
EP3131797B1 (en) 2014-04-11 2019-06-12 dlhBowles Inc. Integrated automotive system, compact, low-profile nozzle assembly and compact fluidic circuit for cleaning a wide-angle image sensor's exterior surface
JP6645984B2 (en) 2014-04-16 2020-02-14 ディエルエイチ・ボウルズ・インコーポレイテッドｄｌｈＢＯＷＬＥＳ Ｉｎｃ． Integrated cleaning assembly for image sensor support and lens
DE112018002852T5 (en) 2017-06-05 2020-02-27 Dlhbowles, Inc. Compact, low flow rate fluid nozzle for spray and cleaning applications with an inverted mushroom insert geometry
CN109028230A (en) * 2018-09-29 2018-12-18 佛山市云米电器科技有限公司 Have the stove and oil smoke concentration detection method of gesture control vision-based detection function
FR3098684A1 (en) 2019-07-16 2021-01-22 Bilberry Sas Plant treatment system in agriculture
US11259515B2 (en) 2019-10-31 2022-03-01 Deere & Company Agricultural plant detection and control system
US11738362B2 (en) 2020-04-03 2023-08-29 Cnh Industrial America Llc System and method for monitoring agricultural sprayer operation using spray fan shape

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5114767A (en) * 1990-02-09 1992-05-19 General Electric Company Process for twin-sheet forming high heat distortion temperature thermoplastic material and articles therefrom
US5222324A (en) * 1991-02-21 1993-06-29 Neall Donald L O Crop spraying system
FI90469C (en) † 1992-02-25 1994-02-10 Imatran Voima Oy Arrangement in a hearth camera
US5306209A (en) 1992-05-04 1994-04-26 Lang Fred D Contaminant shield for viewing ports
US5793035A (en) * 1992-07-28 1998-08-11 Patchen, Inc. Apparatus and method for spraying herbicide on weeds in a cotton field
US5585626A (en) * 1992-07-28 1996-12-17 Patchen, Inc. Apparatus and method for determining a distance to an object in a field for the controlled release of chemicals on plants, weeds, trees or soil and/or guidance of farm vehicles
US5442552A (en) * 1993-03-16 1995-08-15 The Regents Of The University Of California Robotic cultivator
US5394208A (en) * 1993-10-22 1995-02-28 Eastman Kodak Company Environmental enclosure for a camera
US5606821A (en) * 1994-07-25 1997-03-04 Loral Corporation Smart weed recognition/classification system
WO1996012401A1 (en) 1994-10-25 1996-05-02 Rees Equipment Pty. Ltd. Controller for agricultural sprayers
DE4446481A1 (en) 1994-12-23 1996-06-27 Ortloff Peter Measurement and control system for identifying plants for contaminant free weeding and treatment of field
AU6640396A (en) 1995-07-31 1997-02-26 Coors Brewing Company Hot bottle inspection apparatus and method
US5767905A (en) * 1996-04-05 1998-06-16 Archambo; Michael Video camera periscope and monitor surveying devices for the handicapped
US5689734A (en) * 1996-08-26 1997-11-18 Westinghouse Electric Corporation Pressurized camera system
NL1003948C1 (en) 1996-09-03 1998-03-06 Johan Ing Sterken Sensing system detects bird's eggs, young birds and other fauna in crop fields
US5992758A (en) * 1996-09-23 1999-11-30 Agro-Mack Enterprises Ltd. Proximity detector for ground-based implements
WO1999030133A1 (en) 1997-12-08 1999-06-17 Weed Control Australia Pty. Ltd. Discriminating ground vegetation in agriculture
AUPP521898A0 (en) 1998-08-13 1998-09-03 Rees Equipment Pty Ltd Cleaning device
EP1000540A1 (en) * 1998-11-16 2000-05-17 McLoughlin, Daniel Image processing
DK1004240T3 (en) 1998-11-27 2003-10-27 Amazonen Werke Dreyer H Apparatus for recognizing plants and / or patterns used in agriculture
US6362889B1 (en) * 2000-06-22 2002-03-26 Conmark, Inc. Imaging system for high-speed paper webs
NO325927B1 (en) * 2005-07-08 2008-08-18 Dimensions Agri Technologies As System for controlled herbicide feeding
US7522834B2 (en) * 2006-03-03 2009-04-21 Papertech Inc. Camera housing with self-cleaning view port

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DK1947933T3 (en) 2012-09-17
US20110147479A1 (en) 2011-06-23
EP1947933B2 (en) 2024-01-24
PL1947933T3 (en) 2012-11-30
NO325927B1 (en) 2008-08-18
EP1947933A4 (en) 2010-12-15
DK1947933T4 (en) 2024-04-22
WO2007008079A1 (en) 2007-01-18
SI1947933T1 (en) 2012-10-30
PT1947933E (en) 2012-09-13
EP1947933A1 (en) 2008-07-30
NO20053336L (en) 2007-01-09
CY1113110T1 (en) 2016-04-13
ES2389447T3 (en) 2012-10-26
FI1947933T4 (en) 2024-03-25
ES2389447T5 (en) 2024-09-13
NO20053336D0 (en) 2005-07-08
US8454245B2 (en) 2013-06-04

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